Overview

This notebook gives a general overview of the features included in the dataset.

Show imports Hide imports

%load_ext autoreload
%autoreload 2
import os

import dimcat as dc
import pandas as pd
import plotly.express as px
from dimcat import filters, plotting
from IPython.display import display

import utils

RESULTS_PATH = os.path.abspath(os.path.join(utils.OUTPUT_FOLDER, "overview"))
os.makedirs(RESULTS_PATH, exist_ok=True)


def make_output_path(
    filename: str,
    extension=None,
    path=RESULTS_PATH,
) -> str:
    return utils.make_output_path(filename=filename, extension=extension, path=path)


def save_figure_as(
    fig, filename, formats=("png", "pdf"), directory=RESULTS_PATH, **kwargs
):
    if formats is not None:
        for fmt in formats:
            plotting.write_image(fig, filename, directory, format=fmt, **kwargs)
    else:
        plotting.write_image(fig, filename, directory, **kwargs)

Loading data

D = utils.get_dataset("bartok_bagatelles", corpus_release="v2.4")
package = D.inputs.get_package()
package_info = package._package.custom
git_tag = package_info.get("git_tag")
utils.print_heading("Data and software versions")
print("Béla Bartók – 14 Bagatelles, Op. 6 version v2.4")
print(f"Datapackage '{package.package_name}' @ {git_tag}")
print(f"dimcat version {dc.__version__}\n")
D

Data and software versions
--------------------------

Béla Bartók – 14 Bagatelles, Op. 6 version v2.4
Datapackage 'bartok_bagatelles' @ v2.4
dimcat version 3.4.0

Dataset
=======
{'inputs': {'basepath': None,
            'packages': {'bartok_bagatelles': ["'bartok_bagatelles.measures' (MuseScoreFacetName.MuseScoreMeasures)",
                                               "'bartok_bagatelles.notes' (MuseScoreFacetName.MuseScoreNotes)",
                                               "'bartok_bagatelles.expanded' (MuseScoreFacetName.MuseScoreHarmonies)",
                                               "'bartok_bagatelles.chords' (MuseScoreFacetName.MuseScoreChords)",
                                               "'bartok_bagatelles.metadata' (FeatureName.Metadata)"]}},
 'outputs': {'basepath': None, 'packages': {}},
 'pipeline': []}

filtered_D = filters.HasHarmonyLabelsFilter(keep_values=[True]).process(D)
all_metadata = filtered_D.get_metadata()
assert len(all_metadata) > 0, "No pieces selected for analysis."
all_metadata

		TimeSig	KeySig	last_mc	last_mn	length_qb	last_mc_unfolded	last_mn_unfolded	length_qb_unfolded	all_notes_qb	n_onsets	...	imslp	musicbrainz	typesetter	viaf	wikidata	P86 (composer)	staff_1_instrument	staff_1_ambitus	staff_2_instrument	staff_2_ambitus
corpus	piece
bartok_bagatelles	op06n01	{1: '4/4'}	{1: 4}	18	18	72.00	18	18	72.00	121.50	135	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	47-78 (B2-F#5)	Piano	43-72 (G2-C5)
	op06n02	{1: '2/2', 10: '3/2', 11: '2/2', 17: '3/2', 18...	{1: 0}	30	30	124.00	30	30	124.00	298.50	493	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	44-84 (Ab2-C6)	Piano	25-76 (Db1-E5)
	op06n03	{1: '3/4'}	{1: 0}	24	24	72.00	24	24	72.00	136.50	383	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	67-71 (G4-B4)	Piano	57-73 (A3-C#5)
	op06n04	{1: '3/4'}	{1: 0}	12	12	36.00	12	12	36.00	189.50	233	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	53-74 (F3-D5)	Piano	38-65 (D2-F4)
	op06n05	{1: '2/4'}	{1: 0}	90	90	180.00	90	90	180.00	810.00	1443	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	55-89 (G3-F6)	Piano	41-69 (F2-A4)
	op06n06	{1: '2/2'}	{1: 0}	25	25	100.00	25	25	100.00	263.00	154	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	59-79 (B3-G5)	Piano	39-62 (D#2-D4)
	op06n07	{1: '3/4', 3: '2/4'}	{1: 0}	118	118	238.00	118	118	238.00	553.38	955	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	35-88 (B1-E6)	Piano	27-80 (D#1-G#5)
	op06n08	{1: '2/4', 18: '3/4', 19: '2/4', 20: '3/4', 23...	{1: 0}	32	32	69.00	32	32	69.00	199.50	317	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	55-87 (G3-D#6)	Piano	39-84 (Eb2-C6)
	op06n09	{1: '3/4'}	{1: 0}	70	70	239.00	70	70	239.00	334.00	624	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	50-95 (D3-B6)	Piano	27-80 (Eb1-G#5)
	op06n10	{1: '2/2', 8: '1/2', 9: '2/2', 44: '3/2', 45: ...	{1: 0}	102	102	406.00	102	102	406.00	1304.42	1686	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	31-95 (G1-B6)	Piano	24-79 (C1-G5)
	op06n11	{1: '2/4'}	{1: 0}	87	87	174.00	87	87	174.00	541.75	672	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	50-91 (D3-G6)	Piano	31-69 (G1-A4)
	op06n12	{1: '6/8', 3: '5/8', 4: '3/8', 6: '9/8', 8: '3...	{1: 0}	44	44	164.94	44	44	164.94	475.28	655	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	39-94 (Eb2-A#6)	Piano	33-75 (A1-Eb5)
	op06n13	{1: '4/4'}	{1: 0}	26	26	104.00	26	26	104.00	279.50	422	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	49-85 (Db3-Db6)	Piano	30-58 (Gb1-Bb3)
	op06n14	{1: '3/8', 17: '3/4', 18: '3/8'}	{1: 0}	218	218	328.50	218	218	328.50	694.50	1297	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	46-93 (Bb2-A6)	Piano	26-93 (D1-A6)

14 rows × 54 columns

mean_composition_years = utils.corpus_mean_composition_years(all_metadata)
chronological_order = mean_composition_years.index.to_list()
corpus_colors = dict(zip(chronological_order, utils.CORPUS_COLOR_SCALE))
corpus_names = {
    corp: utils.get_corpus_display_name(corp) for corp in chronological_order
}
chronological_corpus_names = list(corpus_names.values())
corpus_name_colors = {
    corpus_names[corp]: color for corp, color in corpus_colors.items()
}

mean_composition_years

corpus
bartok_bagatelles    1908.0
Name: mean_composition_year, dtype: float64

Composition dates

This section relies on the dataset’s metadata.

valid_composed_start = pd.to_numeric(all_metadata.composed_start, errors="coerce")
valid_composed_end = pd.to_numeric(all_metadata.composed_end, errors="coerce")
print(
    f"Composition dates range from {int(valid_composed_start.min())} {valid_composed_start.idxmin()} "
    f"to {int(valid_composed_end.max())} {valid_composed_end.idxmax()}."
)

Composition dates range from 1908 ('bartok_bagatelles', 'op06n01') to 1908 ('bartok_bagatelles', 'op06n01').

Mean composition years per corpus

def make_summary(metadata_df):
    piece_is_annotated = metadata_df.label_count > 0
    return metadata_df[piece_is_annotated].copy()

Show source Hide source

summary = make_summary(all_metadata)
bar_data = pd.concat(
    [
        mean_composition_years.rename("year"),
        summary.groupby(level="corpus").size().rename("pieces"),
    ],
    axis=1,
).reset_index()

N = len(summary)
fig = px.bar(
    bar_data,
    x="year",
    y="pieces",
    color="corpus",
    color_discrete_map=corpus_colors,
    title=f"Temporal coverage of the {N} annotated pieces in the Distant Listening Corpus",
)
fig.update_traces(width=5)
fig.update_layout(**utils.STD_LAYOUT)
fig.update_traces(width=5)
save_figure_as(fig, "pieces_timeline_bars")
fig.show()

summary

		TimeSig	KeySig	last_mc	last_mn	length_qb	last_mc_unfolded	last_mn_unfolded	length_qb_unfolded	all_notes_qb	n_onsets	...	imslp	musicbrainz	typesetter	viaf	wikidata	P86 (composer)	staff_1_instrument	staff_1_ambitus	staff_2_instrument	staff_2_ambitus
corpus	piece
bartok_bagatelles	op06n01	{1: '4/4'}	{1: 4}	18	18	72.00	18	18	72.00	121.50	135	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	47-78 (B2-F#5)	Piano	43-72 (G2-C5)
	op06n02	{1: '2/2', 10: '3/2', 11: '2/2', 17: '3/2', 18...	{1: 0}	30	30	124.00	30	30	124.00	298.50	493	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	44-84 (Ab2-C6)	Piano	25-76 (Db1-E5)
	op06n03	{1: '3/4'}	{1: 0}	24	24	72.00	24	24	72.00	136.50	383	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	67-71 (G4-B4)	Piano	57-73 (A3-C#5)
	op06n04	{1: '3/4'}	{1: 0}	12	12	36.00	12	12	36.00	189.50	233	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	53-74 (F3-D5)	Piano	38-65 (D2-F4)
	op06n05	{1: '2/4'}	{1: 0}	90	90	180.00	90	90	180.00	810.00	1443	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	55-89 (G3-F6)	Piano	41-69 (F2-A4)
	op06n06	{1: '2/2'}	{1: 0}	25	25	100.00	25	25	100.00	263.00	154	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	59-79 (B3-G5)	Piano	39-62 (D#2-D4)
	op06n07	{1: '3/4', 3: '2/4'}	{1: 0}	118	118	238.00	118	118	238.00	553.38	955	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	35-88 (B1-E6)	Piano	27-80 (D#1-G#5)
	op06n08	{1: '2/4', 18: '3/4', 19: '2/4', 20: '3/4', 23...	{1: 0}	32	32	69.00	32	32	69.00	199.50	317	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	55-87 (G3-D#6)	Piano	39-84 (Eb2-C6)
	op06n09	{1: '3/4'}	{1: 0}	70	70	239.00	70	70	239.00	334.00	624	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	50-95 (D3-B6)	Piano	27-80 (Eb1-G#5)
	op06n10	{1: '2/2', 8: '1/2', 9: '2/2', 44: '3/2', 45: ...	{1: 0}	102	102	406.00	102	102	406.00	1304.42	1686	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	31-95 (G1-B6)	Piano	24-79 (C1-G5)
	op06n11	{1: '2/4'}	{1: 0}	87	87	174.00	87	87	174.00	541.75	672	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	50-91 (D3-G6)	Piano	31-69 (G1-A4)
	op06n12	{1: '6/8', 3: '5/8', 4: '3/8', 6: '9/8', 8: '3...	{1: 0}	44	44	164.94	44	44	164.94	475.28	655	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	39-94 (Eb2-A#6)	Piano	33-75 (A1-Eb5)
	op06n13	{1: '4/4'}	{1: 0}	26	26	104.00	26	26	104.00	279.50	422	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	49-85 (Db3-Db6)	Piano	30-58 (Gb1-Bb3)
	op06n14	{1: '3/8', 17: '3/4', 18: '3/8'}	{1: 0}	218	218	328.50	218	218	328.50	694.50	1297	...	https://imslp.org/wiki/14_Bagatelles%2C_Op.6_(...	https://musicbrainz.org/work/38dfe04b-4f04-4c3...	Tatyana Tuchynska	https://viaf.org/viaf/183691259/#Barto%CC%81k,...	https://www.wikidata.org/wiki/Q790972	Q83326	Piano	46-93 (Bb2-A6)	Piano	26-93 (D1-A6)

14 rows × 54 columns

Composition years histogram

Show source Hide source

hist_data = summary.reset_index()
hist_data.corpus = hist_data.corpus.map(corpus_names)
fig = px.histogram(
    hist_data,
    x="composed_end",
    color="corpus",
    labels=dict(
        composed_end="decade",
        count="pieces",
    ),
    color_discrete_map=corpus_name_colors,
    title=f"Temporal coverage of the {N} annotated pieces in the Distant Listening Corpus",
)
fig.update_traces(xbins=dict(size=10))
fig.update_layout(**utils.STD_LAYOUT)
fig.update_legends(font=dict(size=16))
save_figure_as(fig, "pieces_timeline_histogram", height=1250)
fig.show()

Dimensions

Overview

def make_overview_table(groupby, group_name="pieces"):
    n_groups = groupby.size().rename(group_name)
    absolute_numbers = dict(
        measures=groupby.last_mn.sum(),
        length=groupby.length_qb.sum(),
        notes=groupby.n_onsets.sum(),
        labels=groupby.label_count.sum(),
    )
    absolute = pd.DataFrame.from_dict(absolute_numbers)
    absolute = pd.concat([n_groups, absolute], axis=1)
    sum_row = pd.DataFrame(absolute.sum(), columns=["sum"]).T
    absolute = pd.concat([absolute, sum_row])
    return absolute


absolute = make_overview_table(summary.groupby("workTitle"))
# print(absolute.astype(int).to_markdown())
absolute.astype(int)

	pieces	measures	length	notes	labels
14 Bagatelles	14	896	2307	9469	1191
sum	14	896	2307	9469	1191

def summarize_dataset(D):
    all_metadata = D.get_metadata()
    summary = make_summary(all_metadata)
    return make_overview_table(summary.groupby(level=0))


corpus_summary = summarize_dataset(D)
print(corpus_summary.astype(int).to_markdown())

|                   |   pieces |   measures |   length |   notes |   labels |
|:------------------|---------:|-----------:|---------:|--------:|---------:|
| bartok_bagatelles |       14 |        896 |     2307 |    9469 |     1191 |
| sum               |       14 |        896 |     2307 |    9469 |     1191 |

Measures

all_measures = D.get_feature("measures")
print(
    f"{len(all_measures.index)} measures over {len(all_measures.groupby(level=[0,1]))} files."
)
all_measures.head()

896 measures over 14 files.

			mc	mn	quarterbeats	duration_qb	keysig	timesig	act_dur	mc_offset	numbering_offset	dont_count	barline	breaks	repeats	next
corpus	piece	i
bartok_bagatelles	op06n01	0	1	1	0	4.0	4	4/4	1	0	<NA>	<NA>	<NA>	<NA>	firstMeasure	(2,)
		1	2	2	4	4.0	4	4/4	1	0	<NA>	<NA>	<NA>	<NA>	<NA>	(3,)
		2	3	3	8	4.0	4	4/4	1	0	<NA>	<NA>	<NA>	<NA>	<NA>	(4,)
		3	4	4	12	4.0	4	4/4	1	0	<NA>	<NA>	<NA>	line	<NA>	(5,)
		4	5	5	16	4.0	4	4/4	1	0	<NA>	<NA>	<NA>	<NA>	<NA>	(6,)

all_measures.get_default_analysis().plot_grouped()

Harmony labels

All symbols, independent of the local key (the mode of which changes their semantics).

try:
    all_annotations = D.get_feature("harmonylabels").df
except Exception:
    all_annotations = pd.DataFrame()
n_annotations = len(all_annotations.index)
includes_annotations = n_annotations > 0
if includes_annotations:
    display(all_annotations.head())
    print(f"Concatenated annotation tables contains {all_annotations.shape[0]} rows.")
    no_chord = all_annotations.root.isna()
    if no_chord.sum() > 0:
        print(
            f"{no_chord.sum()} of them are not chords. Their values are:"
            f" {all_annotations.label[no_chord].value_counts(dropna=False).to_dict()}"
        )
    all_chords = all_annotations[~no_chord].copy()
    print(
        f"Dataset contains {all_chords.shape[0]} tokens and {len(all_chords.chord.unique())} types over "
        f"{len(all_chords.groupby(level=[0,1]))} documents."
    )
    all_annotations["corpus_name"] = all_annotations.index.get_level_values(0).map(
        utils.get_corpus_display_name
    )
    all_chords["corpus_name"] = all_chords.index.get_level_values(0).map(
        utils.get_corpus_display_name
    )
else:
    print("Dataset contains no annotations.")

			mc	mn	quarterbeats	quarterbeats_all_endings	duration_qb	mc_onset	mn_onset	timesig	staff	voice	...	numeral_or_applied_to_numeral	intervals_over_bass	intervals_over_root	scale_degrees	scale_degrees_and_mode	scale_degrees_major	scale_degrees_minor	globalkey	localkey	chord
corpus	piece	i
bartok_bagatelles	op06n01	0	1	1	0	0	8.0	0	0	4/4	2	1	...	i	(m3, d5)	(m3, d5)	(1, 3, b5)	(1, 3, b5), minor	(1, b3, b5)	(1, 3, b5)	c#	i	i(b5)
		1	3	3	8	8	4.0	0	0	4/4	2	1	...	V	(m2, m6)	(M3, P4)	(#7, 1, 5)	(#7, 1, 5), minor	(7, 1, 5)	(#7, 1, 5)	c#	i	V6(^4)
		2	4	4	12	12	4.0	0	0	4/4	2	1	...	i	(m3, d5)	(m3, d5)	(1, 3, b5)	(1, 3, b5), minor	(1, b3, b5)	(1, 3, b5)	c#	i	i(b5)
		3	5	5	16	16	4.0	0	0	4/4	2	1	...	V	(m3, d5, m6)	(M3, P5, m7)	(#7, 2, 4, 5)	(#7, 2, 4, 5), minor	(7, 2, 4, 5)	(#7, 2, 4, 5)	c#	i	V65
		4	6	6	20	20	2.0	0	0	4/4	2	1	...	biv	(m3, P5)	(m3, P5)	(b4, b6, b1)	(b4, b6, b1), minor	(b4, bb6, b1)	(b4, b6, b1)	c#	i	biv(+b4)

5 rows × 52 columns

Concatenated annotation tables contains 1175 rows.
Dataset contains 1175 tokens and 709 types over 14 documents.